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I am currently a Postdoc in the INDElab and the Discovery Lab, working with Prof. Paul Groth. I finished my Ph.D. in the MNS group, supervised by Dr. Zhiming Zhao and Prof. Paola Grosso. My research interests are research asset search, data quality control and active learning.
Search Multiple Types of Research Assets From Jupyter Notebook
Na Li, Siamak Farshidi, Zhiming Zhao. Software: Practice and Experience. 2025
Active Learning for Data Quality Control: A Survey
Na Li, Yiyang Qi, Chaoran Li, Zhiming Zhao. ACM Journal of Data and Information Quality. 2024
Leveraging Active Learning for Ocean Data Quality Assessment: Reducing Labeling Workload and Addressing Severe Data Imbalance Challenges
Na Li, Yiyang Qi, Ruyue Xin, et al. International Journal of Data Science and Analytics. 2024 [under review]
Peide Zhu, Na Li, and Zhiming Zhao. Companion Proceedings of the ACM on Web Conference 2024. 2024
A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks
Na Li, Yangjun Zhang, Zhiming Zhao. 2023 IEEE 19th International Conference on e-Science (e-Science). 2023
Na Li, Yangjun Zhang, Zhiming Zhao. Companion Proceedings of the ACM Web Conference 2023. 2023
Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning
Na Li, Yiyang Qi, Ruyue Xin, Zhiming Zhao. 2023 IEEE International Conference on Big Data (BigData). 2023
University of Amsterdam
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Ph.D. on Data quality control and research asset discovery
Beihang University
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M.S. in Information and Communication Engineering
Beihang University
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B.S. in Electronic and Information Engineering
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
Project title
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
Project title
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.